Internal Generation Record
Internal generation metadata: 385 candidate papers.
Generation Record
This page preserves selected papers, candidate scale, and source-date metadata for traceability. The page only changes presentation, not selected papers, ordering, or counts.
Internal generation record. Fetched at 2026-08-27T00:44:44.160384+00:00. Generated at 2026-08-27T00:46:03.356263+00:00. Machine-readable details stay under data/processed and data/reports.
Selected papers
| Rank | Takeaway | Topic | arXiv |
|---|---|---|---|
| 1 | improve model reasoning, planning, and verification | Multimodal Models | 2608.24574 |
| 2 | improve model reasoning, planning, and verification | Multimodal Models | 2608.24372 |
| 3 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.24876 |
| 4 | make agents use tools and reusable skills more reliably | Systems and Deployment | 2608.24674 |
| 5 | make RAG retrieval and knowledge-base QA more reliable | Code Intelligence | 2608.24561 |
| 6 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.24252 |
| 7 | improve model reasoning, planning, and verification | Training and Post-training | 2608.24231 |
| 8 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.24037 |
| 9 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.23927 |
| 10 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.24735 |
| 11 | improve code generation, execution feedback, and automated repair | Training and Post-training | 2608.24727 |
| 12 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.24191 |
| 13 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.24154 |
| 14 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.24053 |
| 15 | make agents use tools and reusable skills more reliably | Agents and Tool Use | 2608.23979 |
| 16 | use benchmarks and evaluations to expose model weaknesses | Benchmarks and Evaluation | 2608.24858 |
| 17 | improve image generation, visual understanding, and controllable rendering | Benchmarks and Evaluation | 2608.24810 |
| 18 | make RAG retrieval and knowledge-base QA more reliable | Video Generation | 2608.24680 |
| 19 | improve code generation, execution feedback, and automated repair | Code Intelligence | 2608.24654 |
| 20 | make RAG retrieval and knowledge-base QA more reliable | Vision and Image Generation | 2608.24541 |
| 21 | test temporal consistency and motion realism in video generation | Benchmarks and Evaluation | 2608.24477 |
| 22 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.24138 |
| 23 | make agents use tools and reusable skills more reliably | Retrieval and RAG | 2608.24060 |
| 24 | improve model reasoning, planning, and verification | Video Generation | 2608.23972 |
| 25 | improve code generation, execution feedback, and automated repair | Benchmarks and Evaluation | 2608.23928 |
| 26 | make agents use tools and reusable skills more reliably | Benchmarks and Evaluation | 2608.24885 |